Is it necessary to standardise the expected output
It depends, as mentioned in comments, on your model and labels. For example how would you use standardisation on multi classification problem?
Generally, standardisation is more flavourable for input data as its mean is around 0.
I assume you have a regression model and in that case using standardisation could be better than normalisation.